Examining the Use of an Artificial Intelligence Model to Diagnose Influenza: Development and Validation Study

Sho Okiyama   ^{1, 2} , MD ;   Memori Fukuda   ^{1, 3} , MD, MPH ;   Masashi Sode   ¹ , MSc ;   Wataru Takahashi   ¹ , MSc ;   Masahiro Ikeda   ^{1, 4} , MD, PhD ;   Hiroaki Kato   ^{1, 5} , MD, MBA ;   Yusuke Tsugawa   ⁶ , MD, PhD ;   Masao Iwagami   ^{7, 8} , MD, MPH, MSc, PhD

¹ Aillis, Inc, Tokyo, Japan

² Japanese Red Cross Medical Center, Tokyo, Japan

³ Department of Health Informatics, Graduate School of Medicine, School of Public Health, Kyoto University, Kyoto, Japan

⁴ Department of Palliative Therapy, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan

⁵ Tokyo Medical and Dental University, Tokyo, Japan

⁶ Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine at The University of California, Los Angeles, Los Angeles, CA, United States

⁷ Department of Health Services Research, University of Tsukuba, Tsukuba, Japan

⁸ Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom